Inverse Extended Kalman Filter—Part I: Fundamentals

H Singh, A Chattopadhyay… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
… formulations of inverse Kalman filter (I-KF). In this context of inverse filtering, we address
the … unknown input to the forward filter by proposing an inverse extended Kalman filter (I-EKF). …

Speed estimation of an induction motor drive using an optimized extended Kalman filter

KL Shi, TF Chan, YK Wong… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
This paper presents a novel method to achieve good performance of an extended Kalman
filter (EKF) for speed estimation of an induction motor drive. A real-coded genetic algorithm (…

Conditions for stability of the extended Kalman filter and their application to the frequency tracking problem

BF La Scala, RR Bitmead, MR James - Mathematics of Control, Signals …, 1995 - Springer
… We will concentrate on extended Kalman filtering approaches to the construction of a state
observer. In particular we consider the design variables of the EKF observer, effectively ~, Q, …

Non-linear state error based extended Kalman filters with applications to navigation

A Barrau - 2015 - hal.science
extended Kalman filter (EKF). This method amounts to linearize the system around the estimated
trajectory, and build a Kalman filter … Unscented Kalman Filter [62] proposes to compute …

Robust extended Kalman filtering for nonlinear systems with stochastic uncertainties

X Kai, C Wei, L Liu - IEEE Transactions on Systems, Man, and …, 2009 - ieeexplore.ieee.org
extended Kalman filter and the extended robust Ho filter. … four decades, the Kalman filter and
the extended Kalman filter (EKF) … It is well known that the optimality of the Kalman filter holds …

The extended Kalman filter for continuous glucose monitoring

EJ Knobbe, B Buckingham - Diabetes technology & therapeutics, 2005 - liebertpub.com
… This paper presents the development and application of the extended Kalman filter to the
problem of … The structure of the extended Kalman filter provides the capability to systematically …

A generalized extended kalman filter implementation for the robot operating system

T Moore, D Stouch - Intelligent Autonomous Systems 13: Proceedings of …, 2016 - Springer
… 3, we describe our extended Kalman filter (EKF) [3] ROS node, ekf_localization_node. Section
4 … 6 concludes with applications to other platforms and details plans for extending both …

The extended Kalman filter as a local asymptotic observer for nonlinear discrete-time systems

Y Song, JW Grizzle - 1992 American control conference, 1992 - ieeexplore.ieee.org
… Esentialy, the extended Kalman filter(EKF) is used as their observer ([3], [4]). The extended
Kalman filter is a standard linearization method for approximate nonlinear filtering. The …

Sideslip angle estimation using extended Kalman filter

BC Chen, FC Hsieh - Vehicle System Dynamics, 2008 - Taylor & Francis
… , extended Kalman filter is used to obtain the estimation gain in this paper. CarSim is used
to evaluate the proposed approach under different driving scenarios and road frictions in …

Application of the extended Kalman filter to parameters estimation of induction motors

L Loron, G Laliberte - 1993 Fifth European Conference on …, 1993 - ieeexplore.ieee.org
… This paper describes the application of the extended Kalman filter @KF) to the simultaneous
… These results show that the Kalman filter approach is well adapted to induction motor …